Pairwise human preference prediction on Music Arena (Instrumental)
68.6AUCSVM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SVMBase Model=Model C, Aesthetics Features=with2026.05 | 68.6 | 62.5 | |
| LRBase Model=Model C, Aesthetics Features=with2026.05 | 64.4 | 56.4 | |
| RFBase Model=Model C, Aesthetics Features=with2026.05 | 64.2 | 57 | |
| SVMBase Model=Model C, Aesthetics Features=without2026.05 | 63.8 | 53.2 | |
| AdaBBase Model=Model C, Aesthetics Features=with2026.05 | 62.7 | 53.8 | |
| LRBase Model=Model C, Aesthetics Features=without2026.05 | 62.4 | 54.2 | |
| RFBase Model=Model C, Aesthetics Features=without2026.05 | 61.3 | 57.9 | |
| XGBBase Model=Model C, Aesthetics Features=without2026.05 | 60.6 | 53.6 | |
| StreamsType=Naive rules2026.05 | 59.8 | 53.3 | |
| XGBBase Model=Model C, Aesthetics Features=with2026.05 | 59.5 | 53.6 | |
| AdaBBase Model=Model C, Aesthetics Features=without2026.05 | 58.4 | 36.6 | |
| AllType=Naive rules2026.05 | 54 | 48.4 | |
| Aesth.Type=Naive rules2026.05 | 53.1 | 48.9 | |
| LikesType=Naive rules2026.05 | 50 | 45.4 |